Best operational analytics tools in 2025

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

UnionAI

Manage workflows and optimize costs for AI development seamlessly.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

APIs.AI

A resource for understanding and utilizing APIs effectively.

Windows AI Studio

AI-driven coding assistant for Visual Studio Code users.

Warestack

Automated compliance monitoring for tech teams and organizations.

ChatDev

Communicate software ideas using natural language for easy development.

IBM Watson Studio

Collaborative environment for building and managing AI models.

LangChain

Framework for building intelligent applications using large language models.

ChatGPT API (unofficial)

Library for integrating AI features into applications effortlessly.

Boundary AI

Streamlined structured data generation for developers and LLMs.

PromptGround

Streamlined prompt management for teams and developers.

pre.dev

Streamlined development for faster coding and project management.

Puzzle

Create software quickly without extensive coding knowledge.

GoCheetah

Streamlined ordering and inventory management for food distributors.

UBOS

Build and deploy AI agents to automate business workflows.

Anaconda

Comprehensive platform for data science and AI development.

Aragorn AI

Streamlined employee data integration for HR and IT teams.

DeepDetect

User-friendly interface for training deep learning models.

Ray

Framework for distributing machine learning workloads easily.

AlchemyLanguage By IBM Watson

Advanced AI for training and deploying machine learning models.

Dify

Create custom workflows for generative AI applications.

H2O.ai

Comprehensive AI solutions for building predictive and generative models.

Modal

Cloud-based service for deploying custom AI models effortlessly.

Lucida

Manage and deploy AI models seamlessly across environments.